Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 1131 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 756.6 KiB |
| Average record size in memory | 685.0 B |
Variable types
| Text | 2 |
|---|---|
| Categorical | 6 |
| Numeric | 10 |
| DateTime | 2 |
user_id has unique values | Unique |
start_time has unique values | Unique |
duration_hours has unique values | Unique |
energy_consumed_kwh has unique values | Unique |
charging_cost_usd has unique values | Unique |
charging_rate_kw has unique values | Unique |
soc_start_percent has unique values | Unique |
soc_end_percent has unique values | Unique |
distance_driven_km has unique values | Unique |
temperature_c has unique values | Unique |
vehicle_age_years has 126 (11.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-21 14:57:09.470769 |
|---|---|
| Analysis finished | 2024-12-21 14:57:12.954580 |
| Duration | 3.48 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
user_id
Text
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.3 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.1556145 |
| Min length | 6 |
Unique
| Unique | 1131 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | User_1 |
|---|---|
| 2nd row | User_2 |
| 3rd row | User_3 |
| 4th row | User_4 |
| 5th row | User_5 |
| Value | Count | Frequency (%) |
| user_1 | 1 | 0.1% |
| user_11 | 1 | 0.1% |
| user_5 | 1 | 0.1% |
| user_6 | 1 | 0.1% |
| user_7 | 1 | 0.1% |
| user_8 | 1 | 0.1% |
| user_37 | 1 | 0.1% |
| user_9 | 1 | 0.1% |
| user_12 | 1 | 0.1% |
| user_3 | 1 | 0.1% |
| Other values (1121) | 1121 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 1131 | |
| s | 1131 | |
| e | 1131 | |
| r | 1131 | |
| _ | 1131 | |
| 1 | 675 | |
| 2 | 398 | 4.3% |
| 3 | 326 | 3.5% |
| 4 | 319 | 3.5% |
| 0 | 312 | 3.4% |
| Other values (5) | 1539 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9224 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 1131 | |
| s | 1131 | |
| e | 1131 | |
| r | 1131 | |
| _ | 1131 | |
| 1 | 675 | |
| 2 | 398 | 4.3% |
| 3 | 326 | 3.5% |
| 4 | 319 | 3.5% |
| 0 | 312 | 3.4% |
| Other values (5) | 1539 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9224 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 1131 | |
| s | 1131 | |
| e | 1131 | |
| r | 1131 | |
| _ | 1131 | |
| 1 | 675 | |
| 2 | 398 | 4.3% |
| 3 | 326 | 3.5% |
| 4 | 319 | 3.5% |
| 0 | 312 | 3.4% |
| Other values (5) | 1539 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9224 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 1131 | |
| s | 1131 | |
| e | 1131 | |
| r | 1131 | |
| _ | 1131 | |
| 1 | 675 | |
| 2 | 398 | 4.3% |
| 3 | 326 | 3.5% |
| 4 | 319 | 3.5% |
| 0 | 312 | 3.4% |
| Other values (5) | 1539 |
user_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 70.0 KiB |
| Commuter | |
|---|---|
| Long-Distance Traveler | |
| Casual Driver |
Length
| Max length | 22 |
|---|---|
| Median length | 13 |
| Mean length | 14.2458 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Commuter |
|---|---|
| 2nd row | Casual Driver |
| 3rd row | Commuter |
| 4th row | Long-Distance Traveler |
| 5th row | Long-Distance Traveler |
Common Values
| Value | Count | Frequency (%) |
| Commuter | 404 | |
| Long-Distance Traveler | 381 | |
| Casual Driver | 346 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| commuter | 404 | |
| long-distance | 381 | |
| traveler | 381 | |
| casual | 346 | |
| driver | 346 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1893 | 11.7% |
| r | 1858 | 11.5% |
| a | 1454 | 9.0% |
| m | 808 | 5.0% |
| t | 785 | 4.9% |
| o | 785 | 4.9% |
| n | 762 | 4.7% |
| C | 750 | 4.7% |
| u | 750 | 4.7% |
| s | 727 | 4.5% |
| Other values (10) | 5540 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16112 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1893 | 11.7% |
| r | 1858 | 11.5% |
| a | 1454 | 9.0% |
| m | 808 | 5.0% |
| t | 785 | 4.9% |
| o | 785 | 4.9% |
| n | 762 | 4.7% |
| C | 750 | 4.7% |
| u | 750 | 4.7% |
| s | 727 | 4.5% |
| Other values (10) | 5540 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16112 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1893 | 11.7% |
| r | 1858 | 11.5% |
| a | 1454 | 9.0% |
| m | 808 | 5.0% |
| t | 785 | 4.9% |
| o | 785 | 4.9% |
| n | 762 | 4.7% |
| C | 750 | 4.7% |
| u | 750 | 4.7% |
| s | 727 | 4.5% |
| Other values (10) | 5540 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16112 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1893 | 11.7% |
| r | 1858 | 11.5% |
| a | 1454 | 9.0% |
| m | 808 | 5.0% |
| t | 785 | 4.9% |
| o | 785 | 4.9% |
| n | 762 | 4.7% |
| C | 750 | 4.7% |
| u | 750 | 4.7% |
| s | 727 | 4.5% |
| Other values (10) | 5540 |
vehicle_model
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.8 KiB |
| Tesla Model 3 | |
|---|---|
| Nissan Leaf | |
| BMW i3 | |
| Chevy Bolt | |
| Hyundai Kona |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 10.444739 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BMW i3 |
|---|---|
| 2nd row | Hyundai Kona |
| 3rd row | Chevy Bolt |
| 4th row | Hyundai Kona |
| 5th row | Hyundai Kona |
Common Values
| Value | Count | Frequency (%) |
| Tesla Model 3 | 244 | |
| Nissan Leaf | 227 | |
| BMW i3 | 223 | |
| Chevy Bolt | 219 | |
| Hyundai Kona | 218 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tesla | 244 | |
| model | 244 | |
| 3 | 244 | |
| nissan | 227 | |
| leaf | 227 | |
| bmw | 223 | |
| i3 | 223 | |
| chevy | 219 | |
| bolt | 219 | |
| hyundai | 218 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1375 | 11.6% | |
| a | 1134 | 9.6% |
| e | 934 | 7.9% |
| l | 707 | 6.0% |
| s | 698 | 5.9% |
| o | 681 | 5.8% |
| i | 668 | 5.7% |
| n | 663 | 5.6% |
| M | 467 | 4.0% |
| 3 | 467 | 4.0% |
| Other values (15) | 4019 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11813 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1375 | 11.6% | |
| a | 1134 | 9.6% |
| e | 934 | 7.9% |
| l | 707 | 6.0% |
| s | 698 | 5.9% |
| o | 681 | 5.8% |
| i | 668 | 5.7% |
| n | 663 | 5.6% |
| M | 467 | 4.0% |
| 3 | 467 | 4.0% |
| Other values (15) | 4019 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11813 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1375 | 11.6% | |
| a | 1134 | 9.6% |
| e | 934 | 7.9% |
| l | 707 | 6.0% |
| s | 698 | 5.9% |
| o | 681 | 5.8% |
| i | 668 | 5.7% |
| n | 663 | 5.6% |
| M | 467 | 4.0% |
| 3 | 467 | 4.0% |
| Other values (15) | 4019 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11813 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1375 | 11.6% | |
| a | 1134 | 9.6% |
| e | 934 | 7.9% |
| l | 707 | 6.0% |
| s | 698 | 5.9% |
| o | 681 | 5.8% |
| i | 668 | 5.7% |
| n | 663 | 5.6% |
| M | 467 | 4.0% |
| 3 | 467 | 4.0% |
| Other values (15) | 4019 |
vehicle_age_years
Real number (ℝ)
Zeros 
| Distinct | 103 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6042266 |
| Minimum | 0 |
|---|---|
| Maximum | 11.688592 |
| Zeros | 126 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 11.688592 |
| Range | 11.688592 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3240896 |
|---|---|
| Coefficient of variation (CV) | 0.64482338 |
| Kurtosis | -1.0295344 |
| Mean | 3.6042266 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.04164549 |
| Sum | 4076.3802 |
| Variance | 5.4013923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 142 | |
| 5 | 138 | |
| 6 | 138 | |
| 3 | 132 | |
| 0 | 126 | |
| 2 | 122 | |
| 4 | 119 | |
| 1 | 119 | |
| 5.404853321 | 1 | 0.1% |
| 0.3556527874 | 1 | 0.1% |
| Other values (93) | 93 |
| Value | Count | Frequency (%) |
| 0 | 126 | |
| 0.020155741 | 1 | 0.1% |
| 0.08859825775 | 1 | 0.1% |
| 0.1900469257 | 1 | 0.1% |
| 0.2884081107 | 1 | 0.1% |
| 0.3556527874 | 1 | 0.1% |
| 0.3612151658 | 1 | 0.1% |
| 0.4616615532 | 1 | 0.1% |
| 0.6749470228 | 1 | 0.1% |
| 0.6898866541 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11.68859247 | 1 | 0.1% |
| 10.63457441 | 1 | 0.1% |
| 10.54723654 | 1 | 0.1% |
| 9.076121184 | 1 | 0.1% |
| 8.018665733 | 1 | 0.1% |
| 7.690884188 | 1 | 0.1% |
| 7.51530869 | 1 | 0.1% |
| 7.197041544 | 1 | 0.1% |
| 7 | 142 | |
| 6.817970665 | 1 | 0.1% |
station_id
Text
| Distinct | 446 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 66.1 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.770115 |
| Min length | 9 |
Unique
| Unique | 113 ? |
|---|---|
| Unique (%) | 10.0% |
Sample
| 1st row | Station_391 |
|---|---|
| 2nd row | Station_428 |
| 3rd row | Station_181 |
| 4th row | Station_327 |
| 5th row | Station_108 |
| Value | Count | Frequency (%) |
| station_108 | 8 | 0.7% |
| station_17 | 7 | 0.6% |
| station_461 | 7 | 0.6% |
| station_44 | 6 | 0.5% |
| station_181 | 6 | 0.5% |
| station_402 | 6 | 0.5% |
| station_211 | 6 | 0.5% |
| station_57 | 6 | 0.5% |
| station_140 | 6 | 0.5% |
| station_69 | 6 | 0.5% |
| Other values (436) | 1067 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2262 | |
| S | 1131 | |
| a | 1131 | |
| i | 1131 | |
| o | 1131 | |
| n | 1131 | |
| _ | 1131 | |
| 1 | 475 | 3.9% |
| 4 | 460 | 3.8% |
| 2 | 445 | 3.7% |
| Other values (7) | 1753 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12181 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 2262 | |
| S | 1131 | |
| a | 1131 | |
| i | 1131 | |
| o | 1131 | |
| n | 1131 | |
| _ | 1131 | |
| 1 | 475 | 3.9% |
| 4 | 460 | 3.8% |
| 2 | 445 | 3.7% |
| Other values (7) | 1753 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12181 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 2262 | |
| S | 1131 | |
| a | 1131 | |
| i | 1131 | |
| o | 1131 | |
| n | 1131 | |
| _ | 1131 | |
| 1 | 475 | 3.9% |
| 4 | 460 | 3.8% |
| 2 | 445 | 3.7% |
| Other values (7) | 1753 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12181 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 2262 | |
| S | 1131 | |
| a | 1131 | |
| i | 1131 | |
| o | 1131 | |
| n | 1131 | |
| _ | 1131 | |
| 1 | 475 | 3.9% |
| 4 | 460 | 3.8% |
| 2 | 445 | 3.7% |
| Other values (7) | 1753 |
station_location
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.5 KiB |
| Los Angeles | |
|---|---|
| Houston | |
| New York | |
| San Francisco | |
| Chicago |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 9.2378426 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Houston |
|---|---|
| 2nd row | San Francisco |
| 3rd row | San Francisco |
| 4th row | Houston |
| 5th row | Los Angeles |
Common Values
| Value | Count | Frequency (%) |
| Los Angeles | 276 | |
| Houston | 239 | |
| New York | 215 | |
| San Francisco | 202 | |
| Chicago | 199 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| los | 276 | |
| angeles | 276 | |
| houston | 239 | |
| new | 215 | |
| york | 215 | |
| san | 202 | |
| francisco | 202 | |
| chicago | 199 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1370 | |
| s | 993 | 9.5% |
| n | 919 | 8.8% |
| e | 767 | 7.3% |
| 693 | 6.6% | |
| a | 603 | 5.8% |
| c | 603 | 5.8% |
| g | 475 | 4.5% |
| r | 417 | 4.0% |
| i | 401 | 3.8% |
| Other values (14) | 3207 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10448 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1370 | |
| s | 993 | 9.5% |
| n | 919 | 8.8% |
| e | 767 | 7.3% |
| 693 | 6.6% | |
| a | 603 | 5.8% |
| c | 603 | 5.8% |
| g | 475 | 4.5% |
| r | 417 | 4.0% |
| i | 401 | 3.8% |
| Other values (14) | 3207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10448 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1370 | |
| s | 993 | 9.5% |
| n | 919 | 8.8% |
| e | 767 | 7.3% |
| 693 | 6.6% | |
| a | 603 | 5.8% |
| c | 603 | 5.8% |
| g | 475 | 4.5% |
| r | 417 | 4.0% |
| i | 401 | 3.8% |
| Other values (14) | 3207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10448 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1370 | |
| s | 993 | 9.5% |
| n | 919 | 8.8% |
| e | 767 | 7.3% |
| 693 | 6.6% | |
| a | 603 | 5.8% |
| c | 603 | 5.8% |
| g | 475 | 4.5% |
| r | 417 | 4.0% |
| i | 401 | 3.8% |
| Other values (14) | 3207 |
charger_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.2 KiB |
| DC Fast Charger | |
|---|---|
| Level 1 | |
| Level 2 |
Length
| Max length | 15 |
|---|---|
| Median length | 7 |
| Mean length | 9.9071618 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DC Fast Charger |
|---|---|
| 2nd row | Level 1 |
| 3rd row | Level 2 |
| 4th row | Level 1 |
| 5th row | Level 1 |
Common Values
| Value | Count | Frequency (%) |
| DC Fast Charger | 411 | |
| Level 1 | 363 | |
| Level 2 | 357 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| level | 720 | |
| dc | 411 | |
| fast | 411 | |
| charger | 411 | |
| 1 | 363 | |
| 2 | 357 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1851 | |
| 1542 | ||
| C | 822 | 7.3% |
| a | 822 | 7.3% |
| r | 822 | 7.3% |
| L | 720 | 6.4% |
| v | 720 | 6.4% |
| l | 720 | 6.4% |
| D | 411 | 3.7% |
| F | 411 | 3.7% |
| Other values (6) | 2364 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11205 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1851 | |
| 1542 | ||
| C | 822 | 7.3% |
| a | 822 | 7.3% |
| r | 822 | 7.3% |
| L | 720 | 6.4% |
| v | 720 | 6.4% |
| l | 720 | 6.4% |
| D | 411 | 3.7% |
| F | 411 | 3.7% |
| Other values (6) | 2364 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11205 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1851 | |
| 1542 | ||
| C | 822 | 7.3% |
| a | 822 | 7.3% |
| r | 822 | 7.3% |
| L | 720 | 6.4% |
| v | 720 | 6.4% |
| l | 720 | 6.4% |
| D | 411 | 3.7% |
| F | 411 | 3.7% |
| Other values (6) | 2364 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11205 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1851 | |
| 1542 | ||
| C | 822 | 7.3% |
| a | 822 | 7.3% |
| r | 822 | 7.3% |
| L | 720 | 6.4% |
| v | 720 | 6.4% |
| l | 720 | 6.4% |
| D | 411 | 3.7% |
| F | 411 | 3.7% |
| Other values (6) | 2364 |
start_time
Date
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.0 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-02-24 23:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
end_time
Date
| Distinct | 1121 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.0 KiB |
| Minimum | 2024-01-01 00:39:00 |
|---|---|
| Maximum | 2024-02-24 23:56:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
duration_hours
Real number (ℝ)
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3031773 |
| Minimum | 0.095314417 |
|---|---|
| Maximum | 7.6351448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 0.095314417 |
|---|---|
| 5-th percentile | 0.67759528 |
| Q1 | 1.4252811 |
| median | 2.3126751 |
| Q3 | 3.1459982 |
| 95-th percentile | 3.8629289 |
| Maximum | 7.6351448 |
| Range | 7.5398303 |
| Interquartile range (IQR) | 1.7207171 |
Descriptive statistics
| Standard deviation | 1.0658784 |
|---|---|
| Coefficient of variation (CV) | 0.46278609 |
| Kurtosis | 0.33507869 |
| Mean | 2.3031773 |
| Median Absolute Deviation (MAD) | 0.85703915 |
| Skewness | 0.34347727 |
| Sum | 2604.8935 |
| Variance | 1.1360968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5913634254 | 1 | 0.1% |
| 2.572225077 | 1 | 0.1% |
| 3.308261928 | 1 | 0.1% |
| 2.012360141 | 1 | 0.1% |
| 0.9497561026 | 1 | 0.1% |
| 1.967714479 | 1 | 0.1% |
| 0.7713119843 | 1 | 0.1% |
| 2.296980268 | 1 | 0.1% |
| 2.917826685 | 1 | 0.1% |
| 2.879571205 | 1 | 0.1% |
| Other values (1121) | 1121 |
| Value | Count | Frequency (%) |
| 0.09531441655 | 1 | |
| 0.1400299896 | 1 | |
| 0.1543006839 | 1 | |
| 0.1653938787 | 1 | |
| 0.182479567 | 1 | |
| 0.2066308831 | 1 | |
| 0.3599172409 | 1 | |
| 0.504601217 | 1 | |
| 0.512378183 | 1 | |
| 0.513006351 | 1 |
| Value | Count | Frequency (%) |
| 7.635144759 | 1 | |
| 6.773095327 | 1 | |
| 6.75915168 | 1 | |
| 6.494007043 | 1 | |
| 6.17641656 | 1 | |
| 5.945571288 | 1 | |
| 5.505495842 | 1 | |
| 5.444091596 | 1 | |
| 5.220359375 | 1 | |
| 5.211612226 | 1 |
energy_consumed_kwh
Real number (ℝ)
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.915668 |
| Minimum | 0.045771842 |
|---|---|
| Maximum | 152.23876 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 0.045771842 |
|---|---|
| 5-th percentile | 8.2585113 |
| Q1 | 24.248936 |
| median | 42.865611 |
| Q3 | 61.544055 |
| 95-th percentile | 76.538511 |
| Maximum | 152.23876 |
| Range | 152.19299 |
| Interquartile range (IQR) | 37.295118 |
Descriptive statistics
| Standard deviation | 22.201286 |
|---|---|
| Coefficient of variation (CV) | 0.51732356 |
| Kurtosis | -0.49399116 |
| Mean | 42.915668 |
| Median Absolute Deviation (MAD) | 18.655149 |
| Skewness | 0.11567182 |
| Sum | 48537.621 |
| Variance | 492.8971 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.71234573 | 1 | 0.1% |
| 58.11274414 | 1 | 0.1% |
| 77.45420996 | 1 | 0.1% |
| 36.26259614 | 1 | 0.1% |
| 51.08539267 | 1 | 0.1% |
| 9.047732107 | 1 | 0.1% |
| 28.78049141 | 1 | 0.1% |
| 56.52037668 | 1 | 0.1% |
| 72.95818105 | 1 | 0.1% |
| 57.67538256 | 1 | 0.1% |
| Other values (1121) | 1121 |
| Value | Count | Frequency (%) |
| 0.04577184228 | 1 | |
| 0.121143295 | 1 | |
| 1.330225739 | 1 | |
| 1.754520234 | 1 | |
| 4.288320356 | 1 | |
| 5.013889647 | 1 | |
| 5.144893572 | 1 | |
| 5.163807088 | 1 | |
| 5.200112601 | 1 | |
| 5.337836074 | 1 |
| Value | Count | Frequency (%) |
| 152.238758 | 1 | |
| 127.7574744 | 1 | |
| 103.8126056 | 1 | |
| 97.66776539 | 1 | |
| 94.36532941 | 1 | |
| 90.23550358 | 1 | |
| 85.03985431 | 1 | |
| 80.72941928 | 1 | |
| 79.97267191 | 1 | |
| 79.96222628 | 1 |
charging_cost_usd
Real number (ℝ)
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.488351 |
| Minimum | 0.30708545 |
|---|---|
| Maximum | 69.407743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 0.30708545 |
|---|---|
| 5-th percentile | 7.0922303 |
| Q1 | 13.133925 |
| median | 21.828088 |
| Q3 | 31.675804 |
| 95-th percentile | 38.353076 |
| Maximum | 69.407743 |
| Range | 69.100658 |
| Interquartile range (IQR) | 18.541879 |
Descriptive statistics
| Standard deviation | 10.792504 |
|---|---|
| Coefficient of variation (CV) | 0.4799153 |
| Kurtosis | -0.46482219 |
| Mean | 22.488351 |
| Median Absolute Deviation (MAD) | 9.2619716 |
| Skewness | 0.28000199 |
| Sum | 25434.325 |
| Variance | 116.47814 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.08771679 | 1 | 0.1% |
| 36.43538614 | 1 | 0.1% |
| 5.691471522 | 1 | 0.1% |
| 35.14611587 | 1 | 0.1% |
| 7.181392583 | 1 | 0.1% |
| 25.26991752 | 1 | 0.1% |
| 27.52125904 | 1 | 0.1% |
| 9.434171312 | 1 | 0.1% |
| 20.51806392 | 1 | 0.1% |
| 33.67417017 | 1 | 0.1% |
| Other values (1121) | 1121 |
| Value | Count | Frequency (%) |
| 0.3070854525 | 1 | |
| 0.6713465052 | 1 | |
| 1.640802843 | 1 | |
| 3.059041507 | 1 | |
| 3.668584746 | 1 | |
| 3.707066616 | 1 | |
| 5.043208361 | 1 | |
| 5.056096912 | 1 | |
| 5.06404815 | 1 | |
| 5.06780582 | 1 |
| Value | Count | Frequency (%) |
| 69.40774319 | 1 | |
| 68.93168829 | 1 | |
| 60.40252537 | 1 | |
| 58.74667669 | 1 | |
| 54.89298253 | 1 | |
| 49.13746988 | 1 | |
| 46.27027201 | 1 | |
| 46.17291744 | 1 | |
| 46.05917303 | 1 | |
| 45.04426936 | 1 |
charging_rate_kw
Real number (ℝ)
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.014166 |
| Minimum | 1.4725491 |
|---|---|
| Maximum | 97.342255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 1.4725491 |
|---|---|
| 5-th percentile | 5.3525974 |
| Q1 | 13.949809 |
| median | 25.838488 |
| Q3 | 37.508677 |
| 95-th percentile | 47.734818 |
| Maximum | 97.342255 |
| Range | 95.869706 |
| Interquartile range (IQR) | 23.558868 |
Descriptive statistics
| Standard deviation | 14.010292 |
|---|---|
| Coefficient of variation (CV) | 0.53856394 |
| Kurtosis | -0.48585441 |
| Mean | 26.014166 |
| Median Absolute Deviation (MAD) | 11.738802 |
| Skewness | 0.2258641 |
| Sum | 29422.022 |
| Variance | 196.28827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.38918057 | 1 | 0.1% |
| 43.4773024 | 1 | 0.1% |
| 29.41340669 | 1 | 0.1% |
| 38.149082 | 1 | 0.1% |
| 25.83848785 | 1 | 0.1% |
| 40.91079821 | 1 | 0.1% |
| 7.446768634 | 1 | 0.1% |
| 12.8885881 | 1 | 0.1% |
| 29.99045483 | 1 | 0.1% |
| 46.31316025 | 1 | 0.1% |
| Other values (1121) | 1121 |
| Value | Count | Frequency (%) |
| 1.472549139 | 1 | |
| 1.654937068 | 1 | |
| 1.722296154 | 1 | |
| 2.246134508 | 1 | |
| 2.535237862 | 1 | |
| 2.560943434 | 1 | |
| 2.63696679 | 1 | |
| 2.826146252 | 1 | |
| 3.023485282 | 1 | |
| 3.508161487 | 1 |
| Value | Count | Frequency (%) |
| 97.3422547 | 1 | |
| 71.62104096 | 1 | |
| 68.54260187 | 1 | |
| 67.93467893 | 1 | |
| 63.21611838 | 1 | |
| 59.14854489 | 1 | |
| 57.09975217 | 1 | |
| 53.1747828 | 1 | |
| 51.36359325 | 1 | |
| 50.35062408 | 1 |
soc_start_percent
Real number (ℝ)
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.230036 |
| Minimum | 2.325959 |
|---|---|
| Maximum | 125.08723 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 2.325959 |
|---|---|
| 5-th percentile | 13.88316 |
| Q1 | 27.661992 |
| median | 48.947886 |
| Q3 | 69.783816 |
| 95-th percentile | 87.184429 |
| Maximum | 125.08723 |
| Range | 122.76127 |
| Interquartile range (IQR) | 42.121824 |
Descriptive statistics
| Standard deviation | 24.170435 |
|---|---|
| Coefficient of variation (CV) | 0.49096928 |
| Kurtosis | -1.01799 |
| Mean | 49.230036 |
| Median Absolute Deviation (MAD) | 21.18183 |
| Skewness | 0.1506309 |
| Sum | 55679.171 |
| Variance | 584.20994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.37157598 | 1 | 0.1% |
| 74.63709319 | 1 | 0.1% |
| 80.65255109 | 1 | 0.1% |
| 58.31902031 | 1 | 0.1% |
| 44.70187213 | 1 | 0.1% |
| 86.31805713 | 1 | 0.1% |
| 27.2394756 | 1 | 0.1% |
| 31.16795633 | 1 | 0.1% |
| 40.21207607 | 1 | 0.1% |
| 67.4595416 | 1 | 0.1% |
| Other values (1121) | 1121 |
| Value | Count | Frequency (%) |
| 2.325958995 | 1 | |
| 2.481152833 | 1 | |
| 6.854604444 | 1 | |
| 7.174271255 | 1 | |
| 7.520444727 | 1 | |
| 10.11577764 | 1 | |
| 10.28531461 | 1 | |
| 10.42770632 | 1 | |
| 10.67715373 | 1 | |
| 10.71439507 | 1 |
| Value | Count | Frequency (%) |
| 125.0872271 | 1 | |
| 121.8472807 | 1 | |
| 119.0511075 | 1 | |
| 117.656235 | 1 | |
| 109.2657943 | 1 | |
| 105.032224 | 1 | |
| 98.33279531 | 1 | |
| 96.11613714 | 1 | |
| 95.79218803 | 1 | |
| 94.43594757 | 1 |
soc_end_percent
Real number (ℝ)
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.012917 |
| Minimum | 7.6042245 |
|---|---|
| Maximum | 177.70867 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 7.6042245 |
|---|---|
| 5-th percentile | 51.726384 |
| Q1 | 62.26446 |
| median | 75.100944 |
| Q3 | 88.24507 |
| 95-th percentile | 98.040603 |
| Maximum | 177.70867 |
| Range | 170.10444 |
| Interquartile range (IQR) | 25.98061 |
Descriptive statistics
| Standard deviation | 16.920463 |
|---|---|
| Coefficient of variation (CV) | 0.22556732 |
| Kurtosis | 2.3724029 |
| Mean | 75.012917 |
| Median Absolute Deviation (MAD) | 13.067632 |
| Skewness | 0.24471215 |
| Sum | 84839.609 |
| Variance | 286.30207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86.11996244 | 1 | 0.1% |
| 59.82731321 | 1 | 0.1% |
| 90.08739344 | 1 | 0.1% |
| 67.00704756 | 1 | 0.1% |
| 82.6285391 | 1 | 0.1% |
| 82.64673079 | 1 | 0.1% |
| 94.99744371 | 1 | 0.1% |
| 68.26436301 | 1 | 0.1% |
| 62.269598 | 1 | 0.1% |
| 64.97948546 | 1 | 0.1% |
| Other values (1121) | 1121 |
| Value | Count | Frequency (%) |
| 7.604224498 | 1 | |
| 10.08007433 | 1 | |
| 14.98994632 | 1 | |
| 18.70034949 | 1 | |
| 18.83987639 | 1 | |
| 19.57180031 | 1 | |
| 22.27521585 | 1 | |
| 22.88625804 | 1 | |
| 23.03568088 | 1 | |
| 23.5484923 | 1 |
| Value | Count | Frequency (%) |
| 177.7086665 | 1 | |
| 159.9889032 | 1 | |
| 147.4921301 | 1 | |
| 146.8476439 | 1 | |
| 146.7594514 | 1 | |
| 139.8974081 | 1 | |
| 133.6294352 | 1 | |
| 116.0956569 | 1 | |
| 114.5256472 | 1 | |
| 114.167842 | 1 |
time_of_day
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 62.0 KiB |
| Evening | |
|---|---|
| Morning | |
| Afternoon | |
| Night |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.0088417 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Evening |
|---|---|
| 2nd row | Morning |
| 3rd row | Morning |
| 4th row | Evening |
| 5th row | Morning |
Common Values
| Value | Count | Frequency (%) |
| Evening | 311 | |
| Morning | 289 | |
| Afternoon | 268 | |
| Night | 263 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| evening | 311 | |
| morning | 289 | |
| afternoon | 268 | |
| night | 263 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1736 | |
| i | 863 | |
| g | 863 | |
| o | 825 | |
| e | 579 | 7.3% |
| r | 557 | 7.0% |
| t | 531 | 6.7% |
| E | 311 | 3.9% |
| v | 311 | 3.9% |
| M | 289 | 3.6% |
| Other values (4) | 1062 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7927 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1736 | |
| i | 863 | |
| g | 863 | |
| o | 825 | |
| e | 579 | 7.3% |
| r | 557 | 7.0% |
| t | 531 | 6.7% |
| E | 311 | 3.9% |
| v | 311 | 3.9% |
| M | 289 | 3.6% |
| Other values (4) | 1062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7927 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1736 | |
| i | 863 | |
| g | 863 | |
| o | 825 | |
| e | 579 | 7.3% |
| r | 557 | 7.0% |
| t | 531 | 6.7% |
| E | 311 | 3.9% |
| v | 311 | 3.9% |
| M | 289 | 3.6% |
| Other values (4) | 1062 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7927 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1736 | |
| i | 863 | |
| g | 863 | |
| o | 825 | |
| e | 579 | 7.3% |
| r | 557 | 7.0% |
| t | 531 | 6.7% |
| E | 311 | 3.9% |
| v | 311 | 3.9% |
| M | 289 | 3.6% |
| Other values (4) | 1062 |
day_of_week
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 62.1 KiB |
| Tuesday | |
|---|---|
| Saturday | |
| Wednesday | |
| Sunday | |
| Friday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.1335102 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tuesday |
|---|---|
| 2nd row | Monday |
| 3rd row | Thursday |
| 4th row | Saturday |
| 5th row | Saturday |
Common Values
| Value | Count | Frequency (%) |
| Tuesday | 175 | |
| Saturday | 171 | |
| Wednesday | 167 | |
| Sunday | 167 | |
| Friday | 160 | |
| Monday | 159 | |
| Thursday | 132 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tuesday | 175 | |
| saturday | 171 | |
| wednesday | 167 | |
| sunday | 167 | |
| friday | 160 | |
| monday | 159 | |
| thursday | 132 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1302 | |
| d | 1298 | |
| y | 1131 | |
| u | 645 | |
| e | 509 | 6.3% |
| n | 493 | 6.1% |
| s | 474 | 5.9% |
| r | 463 | 5.7% |
| S | 338 | 4.2% |
| T | 307 | 3.8% |
| Other values (7) | 1108 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8068 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1302 | |
| d | 1298 | |
| y | 1131 | |
| u | 645 | |
| e | 509 | 6.3% |
| n | 493 | 6.1% |
| s | 474 | 5.9% |
| r | 463 | 5.7% |
| S | 338 | 4.2% |
| T | 307 | 3.8% |
| Other values (7) | 1108 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8068 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1302 | |
| d | 1298 | |
| y | 1131 | |
| u | 645 | |
| e | 509 | 6.3% |
| n | 493 | 6.1% |
| s | 474 | 5.9% |
| r | 463 | 5.7% |
| S | 338 | 4.2% |
| T | 307 | 3.8% |
| Other values (7) | 1108 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8068 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1302 | |
| d | 1298 | |
| y | 1131 | |
| u | 645 | |
| e | 509 | 6.3% |
| n | 493 | 6.1% |
| s | 474 | 5.9% |
| r | 463 | 5.7% |
| S | 338 | 4.2% |
| T | 307 | 3.8% |
| Other values (7) | 1108 |
distance_driven_km
Real number (ℝ)
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.6631 |
| Minimum | 1.8995379 |
|---|---|
| Maximum | 398.36477 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 1.8995379 |
|---|---|
| 5-th percentile | 23.54604 |
| Q1 | 80.954993 |
| median | 152.25752 |
| Q3 | 225.46963 |
| 95-th percentile | 286.43105 |
| Maximum | 398.36477 |
| Range | 396.46524 |
| Interquartile range (IQR) | 144.51463 |
Descriptive statistics
| Standard deviation | 85.549751 |
|---|---|
| Coefficient of variation (CV) | 0.55673581 |
| Kurtosis | -1.1263777 |
| Mean | 153.6631 |
| Median Absolute Deviation (MAD) | 72.302401 |
| Skewness | 0.085544269 |
| Sum | 173792.97 |
| Variance | 7318.7598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 293.6021106 | 1 | 0.1% |
| 293.1202476 | 1 | 0.1% |
| 238.8650098 | 1 | 0.1% |
| 85.38239414 | 1 | 0.1% |
| 121.4352927 | 1 | 0.1% |
| 286.8427866 | 1 | 0.1% |
| 162.4659355 | 1 | 0.1% |
| 114.1895795 | 1 | 0.1% |
| 256.2701113 | 1 | 0.1% |
| 124.0786461 | 1 | 0.1% |
| Other values (1121) | 1121 |
| Value | Count | Frequency (%) |
| 1.899537885 | 1 | |
| 2.908369295 | 1 | |
| 3.824527427 | 1 | |
| 7.619894391 | 1 | |
| 10.02829517 | 1 | |
| 10.87998409 | 1 | |
| 10.89843061 | 1 | |
| 10.93101298 | 1 | |
| 11.21551961 | 1 | |
| 11.60122874 | 1 |
| Value | Count | Frequency (%) |
| 398.3647747 | 1 | |
| 384.6905686 | 1 | |
| 369.8535236 | 1 | |
| 327.3930934 | 1 | |
| 324.5247972 | 1 | |
| 311.6304081 | 1 | |
| 302.8524897 | 1 | |
| 299.7598782 | 1 | |
| 299.6629508 | 1 | |
| 299.5639342 | 1 |
temperature_c
Real number (ℝ)
Unique 
| Distinct | 1131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.30578 |
| Minimum | -10.72477 |
|---|---|
| Maximum | 73.169588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 216 |
| Negative (%) | 19.1% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | -10.72477 |
|---|---|
| 5-th percentile | -7.4702502 |
| Q1 | 3.0094977 |
| median | 14.641853 |
| Q3 | 27.824244 |
| 95-th percentile | 37.899431 |
| Maximum | 73.169588 |
| Range | 83.894358 |
| Interquartile range (IQR) | 24.814746 |
Descriptive statistics
| Standard deviation | 14.751266 |
|---|---|
| Coefficient of variation (CV) | 0.96377092 |
| Kurtosis | -0.78159056 |
| Mean | 15.30578 |
| Median Absolute Deviation (MAD) | 12.367868 |
| Skewness | 0.16495472 |
| Sum | 17310.837 |
| Variance | 217.59984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.94795306 | 1 | 0.1% |
| 24.13446895 | 1 | 0.1% |
| 2.24905517 | 1 | 0.1% |
| -0.495076603 | 1 | 0.1% |
| 16.95309452 | 1 | 0.1% |
| 37.03618549 | 1 | 0.1% |
| 5.291260873 | 1 | 0.1% |
| 19.10315318 | 1 | 0.1% |
| 12.98738853 | 1 | 0.1% |
| 3.261647704 | 1 | 0.1% |
| Other values (1121) | 1121 |
| Value | Count | Frequency (%) |
| -10.72476975 | 1 | |
| -10.65967953 | 1 | |
| -9.970262098 | 1 | |
| -9.831678296 | 1 | |
| -9.825102182 | 1 | |
| -9.824642409 | 1 | |
| -9.824574766 | 1 | |
| -9.733171954 | 1 | |
| -9.603661067 | 1 | |
| -9.56906362 | 1 |
| Value | Count | Frequency (%) |
| 73.16958797 | 1 | |
| 69.48593769 | 1 | |
| 59.93197387 | 1 | |
| 58.10524584 | 1 | |
| 50.54394309 | 1 | |
| 47.31817615 | 1 | |
| 45.75334767 | 1 | |
| 42.73966105 | 1 | |
| 41.89130689 | 1 | |
| 41.34107902 | 1 |
battery_capacity_kwh
Real number (ℝ)
| Distinct | 122 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.427818 |
| Minimum | 1.5365397 |
|---|---|
| Maximum | 193.00307 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.0 KiB |
Quantile statistics
| Minimum | 1.5365397 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 62 |
| median | 75 |
| Q3 | 85 |
| 95-th percentile | 100 |
| Maximum | 193.00307 |
| Range | 191.46653 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 20.82835 |
|---|---|
| Coefficient of variation (CV) | 0.2798463 |
| Kurtosis | 2.2117991 |
| Mean | 74.427818 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.36103075 |
| Sum | 84177.863 |
| Variance | 433.82015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 209 | |
| 50 | 205 | |
| 75 | 204 | |
| 62 | 200 | |
| 85 | 196 | |
| 108.4630074 | 1 | 0.1% |
| 58.33515982 | 1 | 0.1% |
| 96.60872071 | 1 | 0.1% |
| 73.85002716 | 1 | 0.1% |
| 53.97365866 | 1 | 0.1% |
| Other values (112) | 112 |
| Value | Count | Frequency (%) |
| 1.536539743 | 1 | |
| 3.838518074 | 1 | |
| 3.976596499 | 1 | |
| 5.189529952 | 1 | |
| 6.168895844 | 1 | |
| 7.451954887 | 1 | |
| 7.714516854 | 1 | |
| 10.18928677 | 1 | |
| 12.03333697 | 1 | |
| 15.42168148 | 1 |
| Value | Count | Frequency (%) |
| 193.0030739 | 1 | |
| 188.6349646 | 1 | |
| 179.0130578 | 1 | |
| 157.5757789 | 1 | |
| 147.3953543 | 1 | |
| 143.4752097 | 1 | |
| 140.7620616 | 1 | |
| 140.5136826 | 1 | |
| 129.5241594 | 1 | |
| 129.3506162 | 1 |
Interactions
Correlations
| battery_capacity_kwh | charger_type | charging_cost_usd | charging_rate_kw | day_of_week | distance_driven_km | duration_hours | energy_consumed_kwh | soc_end_percent | soc_start_percent | station_location | temperature_c | time_of_day | user_type | vehicle_age_years | vehicle_model | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery_capacity_kwh | 1.000 | 0.000 | -0.009 | -0.004 | 0.029 | -0.039 | -0.030 | 0.019 | 0.005 | -0.070 | 0.000 | -0.012 | 0.000 | 0.000 | 0.041 | 0.000 |
| charger_type | 0.000 | 1.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.063 | 0.023 | 0.000 | 0.077 | 0.078 | 0.004 | 0.000 | 0.029 | 0.000 | 0.000 |
| charging_cost_usd | -0.009 | 0.000 | 1.000 | 0.005 | 0.000 | 0.010 | 0.005 | -0.017 | -0.063 | -0.032 | 0.039 | 0.054 | 0.036 | 0.000 | -0.024 | 0.070 |
| charging_rate_kw | -0.004 | 0.000 | 0.005 | 1.000 | 0.000 | 0.018 | -0.004 | -0.038 | -0.024 | -0.034 | 0.000 | 0.006 | 0.024 | 0.039 | -0.053 | 0.031 |
| day_of_week | 0.029 | 0.027 | 0.000 | 0.000 | 1.000 | 0.011 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.053 |
| distance_driven_km | -0.039 | 0.000 | 0.010 | 0.018 | 0.011 | 1.000 | 0.025 | -0.032 | 0.027 | -0.020 | 0.000 | -0.017 | 0.000 | 0.076 | -0.023 | 0.000 |
| duration_hours | -0.030 | 0.063 | 0.005 | -0.004 | 0.000 | 0.025 | 1.000 | 0.050 | -0.012 | -0.020 | 0.025 | -0.058 | 0.043 | 0.000 | 0.031 | 0.028 |
| energy_consumed_kwh | 0.019 | 0.023 | -0.017 | -0.038 | 0.000 | -0.032 | 0.050 | 1.000 | 0.021 | -0.015 | 0.000 | -0.022 | 0.062 | 0.000 | 0.003 | 0.000 |
| soc_end_percent | 0.005 | 0.000 | -0.063 | -0.024 | 0.046 | 0.027 | -0.012 | 0.021 | 1.000 | -0.041 | 0.030 | 0.012 | 0.000 | 0.057 | 0.022 | 0.025 |
| soc_start_percent | -0.070 | 0.077 | -0.032 | -0.034 | 0.000 | -0.020 | -0.020 | -0.015 | -0.041 | 1.000 | 0.016 | 0.014 | 0.007 | 0.000 | 0.016 | 0.000 |
| station_location | 0.000 | 0.078 | 0.039 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.030 | 0.016 | 1.000 | 0.000 | 0.000 | 0.058 | 0.000 | 0.054 |
| temperature_c | -0.012 | 0.004 | 0.054 | 0.006 | 0.000 | -0.017 | -0.058 | -0.022 | 0.012 | 0.014 | 0.000 | 1.000 | 0.024 | 0.043 | 0.008 | 0.000 |
| time_of_day | 0.000 | 0.000 | 0.036 | 0.024 | 0.000 | 0.000 | 0.043 | 0.062 | 0.000 | 0.007 | 0.000 | 0.024 | 1.000 | 0.000 | 0.000 | 0.000 |
| user_type | 0.000 | 0.029 | 0.000 | 0.039 | 0.000 | 0.076 | 0.000 | 0.000 | 0.057 | 0.000 | 0.058 | 0.043 | 0.000 | 1.000 | 0.052 | 0.000 |
| vehicle_age_years | 0.041 | 0.000 | -0.024 | -0.053 | 0.043 | -0.023 | 0.031 | 0.003 | 0.022 | 0.016 | 0.000 | 0.008 | 0.000 | 0.052 | 1.000 | 0.000 |
| vehicle_model | 0.000 | 0.000 | 0.070 | 0.031 | 0.053 | 0.000 | 0.028 | 0.000 | 0.025 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
Missing values
Sample
| user_id | user_type | vehicle_model | vehicle_age_years | station_id | station_location | charger_type | start_time | end_time | duration_hours | energy_consumed_kwh | charging_cost_usd | charging_rate_kw | soc_start_percent | soc_end_percent | time_of_day | day_of_week | distance_driven_km | temperature_c | battery_capacity_kwh | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | User_1 | Commuter | BMW i3 | 2.000000 | Station_391 | Houston | DC Fast Charger | 2024-01-01 00:00:00 | 2024-01-01 00:39:00 | 0.591363 | 60.712346 | 13.087717 | 36.389181 | 29.371576 | 86.119962 | Evening | Tuesday | 293.602111 | 27.947953 | 108.463007 |
| 1 | User_2 | Casual Driver | Hyundai Kona | 3.000000 | Station_428 | San Francisco | Level 1 | 2024-01-01 01:00:00 | 2024-01-01 03:01:00 | 3.133652 | 12.339275 | 21.128448 | 30.677735 | 10.115778 | 84.664344 | Morning | Monday | 112.112804 | 14.311026 | 100.000000 |
| 2 | User_3 | Commuter | Chevy Bolt | 2.000000 | Station_181 | San Francisco | Level 2 | 2024-01-01 02:00:00 | 2024-01-01 04:48:00 | 2.452653 | 19.128876 | 35.667270 | 27.513593 | 6.854604 | 69.917615 | Morning | Thursday | 71.799253 | 21.002002 | 75.000000 |
| 3 | User_4 | Long-Distance Traveler | Hyundai Kona | 1.000000 | Station_327 | Houston | Level 1 | 2024-01-01 03:00:00 | 2024-01-01 06:42:00 | 1.266431 | 79.457824 | 13.036239 | 32.882870 | 83.120003 | 99.624328 | Evening | Saturday | 199.577785 | 38.316313 | 50.000000 |
| 4 | User_5 | Long-Distance Traveler | Hyundai Kona | 1.000000 | Station_108 | Los Angeles | Level 1 | 2024-01-01 04:00:00 | 2024-01-01 05:46:00 | 2.019765 | 19.629104 | 10.161471 | 10.215712 | 54.258950 | 63.743786 | Morning | Saturday | 203.661847 | -7.834199 | 50.000000 |
| 5 | User_6 | Long-Distance Traveler | Nissan Leaf | 0.000000 | Station_335 | San Francisco | DC Fast Charger | 2024-01-01 05:00:00 | 2024-01-01 07:10:00 | 1.167640 | 43.181137 | 36.900341 | 14.334523 | 75.217748 | 71.982288 | Evening | Saturday | 143.680046 | -5.274218 | 50.000000 |
| 6 | User_7 | Commuter | Chevy Bolt | 4.000000 | Station_162 | Houston | Level 2 | 2024-01-01 06:00:00 | 2024-01-01 07:53:00 | 3.539619 | 36.862140 | 22.214225 | 26.185188 | 60.751781 | 70.796097 | Evening | Friday | 81.338009 | 27.551335 | 85.000000 |
| 7 | User_8 | Long-Distance Traveler | Chevy Bolt | 0.000000 | Station_302 | Los Angeles | Level 2 | 2024-01-01 07:00:00 | 2024-01-01 10:42:00 | 2.655396 | 51.467617 | 9.796821 | 26.702908 | 56.201703 | 63.786815 | Afternoon | Monday | 116.543166 | -4.417460 | 75.000000 |
| 8 | User_9 | Commuter | Chevy Bolt | 4.000000 | Station_493 | Los Angeles | Level 1 | 2024-01-01 08:00:00 | 2024-01-01 09:21:00 | 1.724204 | 43.592372 | 32.465005 | 14.294923 | 33.466200 | 92.961421 | Evening | Wednesday | 208.259742 | 22.516706 | 62.000000 |
| 9 | User_10 | Commuter | Hyundai Kona | 2.830381 | Station_452 | Chicago | DC Fast Charger | 2024-01-01 09:00:00 | 2024-01-01 12:44:00 | 2.026875 | 78.868607 | 21.312302 | 11.761000 | 27.399455 | 70.053381 | Morning | Wednesday | 54.006309 | 27.512019 | 50.000000 |
| user_id | user_type | vehicle_model | vehicle_age_years | station_id | station_location | charger_type | start_time | end_time | duration_hours | energy_consumed_kwh | charging_cost_usd | charging_rate_kw | soc_start_percent | soc_end_percent | time_of_day | day_of_week | distance_driven_km | temperature_c | battery_capacity_kwh | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1121 | User_1309 | Commuter | BMW i3 | 2.0 | Station_181 | San Francisco | Level 2 | 2024-02-24 12:00:00 | 2024-02-24 13:57:00 | 0.930239 | 6.432324 | 16.431101 | 9.025939 | 71.493805 | 73.286593 | Night | Friday | 209.983564 | 21.696951 | 75.000000 |
| 1122 | User_1310 | Long-Distance Traveler | Hyundai Kona | 5.0 | Station_493 | Los Angeles | Level 1 | 2024-02-24 13:00:00 | 2024-02-24 14:57:00 | 3.909611 | 16.126090 | 27.636995 | 4.194197 | 61.131252 | 71.022775 | Afternoon | Thursday | 82.882612 | 29.239400 | 50.000000 |
| 1123 | User_1312 | Commuter | Hyundai Kona | 3.0 | Station_13 | Houston | DC Fast Charger | 2024-02-24 15:00:00 | 2024-02-24 18:53:00 | 2.849151 | 74.276701 | 38.194006 | 25.073544 | 41.344062 | 50.412341 | Night | Tuesday | 194.793544 | 7.731967 | 50.000000 |
| 1124 | User_1314 | Long-Distance Traveler | Tesla Model 3 | 3.0 | Station_458 | Chicago | DC Fast Charger | 2024-02-24 17:00:00 | 2024-02-24 19:35:00 | 2.365991 | 60.725144 | 11.289733 | 10.491921 | 41.856825 | 94.097883 | Night | Saturday | 279.552278 | -1.369994 | 129.350616 |
| 1125 | User_1315 | Long-Distance Traveler | Hyundai Kona | 5.0 | Station_353 | Los Angeles | Level 2 | 2024-02-24 18:00:00 | 2024-02-24 19:58:00 | 2.501809 | 43.251453 | 36.356930 | 63.216118 | 62.108672 | 65.198895 | Morning | Monday | 220.281863 | 1.630850 | 50.000000 |
| 1126 | User_1316 | Commuter | Nissan Leaf | 7.0 | Station_57 | New York | Level 2 | 2024-02-24 19:00:00 | 2024-02-24 20:30:00 | 1.426444 | 42.011654 | 22.081164 | 5.895475 | 39.204102 | 83.915952 | Evening | Sunday | 239.601075 | 1.919655 | 100.000000 |
| 1127 | User_1317 | Casual Driver | BMW i3 | 4.0 | Station_40 | New York | Level 1 | 2024-02-24 20:00:00 | 2024-02-24 20:44:00 | 3.238212 | 68.185853 | 5.067806 | 18.388012 | 31.456375 | 93.096461 | Evening | Tuesday | 164.376022 | 34.029775 | 100.000000 |
| 1128 | User_1318 | Commuter | Nissan Leaf | 5.0 | Station_374 | New York | DC Fast Charger | 2024-02-24 21:00:00 | 2024-02-24 23:03:00 | 3.267122 | 18.895102 | 37.255002 | 45.482066 | 71.903081 | 78.678879 | Evening | Tuesday | 226.519258 | 20.358761 | 100.000000 |
| 1129 | User_1319 | Commuter | Chevy Bolt | 5.0 | Station_336 | Chicago | DC Fast Charger | 2024-02-24 22:00:00 | 2024-02-24 23:20:00 | 2.754527 | 13.756252 | 39.046146 | 38.148183 | 76.187997 | 65.926573 | Afternoon | Sunday | 291.494076 | 24.134598 | 85.000000 |
| 1130 | User_1320 | Commuter | Nissan Leaf | 5.0 | Station_128 | San Francisco | Level 1 | 2024-02-24 23:00:00 | 2024-02-24 23:56:00 | 3.740970 | 63.652570 | 10.863674 | 33.704226 | 59.338076 | 56.692439 | Evening | Monday | 14.449236 | -6.966593 | 120.447195 |